70 citations · 71 across the 2 of their papers we have counts for
4 papers
Impact of Coreference Resolution on Slot Filling
Heike Adel, Hinrich Schütze
In this paper, we demonstrate the importance of coreference resolution for natural language processing on the example of the TAC Slot Filling shared task. We illustrate the strengt…
Syntactic and Semantic Features For Code-Switching Factored Language Models
Heike Adel, Ngoc Thang Vu, Katrin Kirchhoff +2
This paper presents our latest investigations on different features for factored language models for Code-Switching speech and their effect on automatic speech recognition (ASR) pe…
Combining Recurrent and Convolutional Neural Networks for Relation Classification
Ngoc Thang Vu, Heike Adel, Pankaj Gupta +1
This paper investigates two different neural architectures for the task of relation classification: convolutional neural networks and recurrent neural networks. For both models, we…
Comparing Convolutional Neural Networks to Traditional Models for Slot Filling
Heike Adel, Benjamin Roth, Hinrich Schütze
We address relation classification in the context of slot filling, the task of finding and evaluating fillers like "Steve Jobs" for the slot X in "X founded Apple". We propose a co…